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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Octarine Core | 135 | 36.89% | 100.0 | 69.63% | +31.53% | +9.78% | -16.69% | -3.88% | 35:05 | 25:45 | 31:25 | 34:22 | 38:14 | 49:00 | 06:49 | 05:02 |
 | Overwhelming Blink | 88 | 24.04% | 98.6 | 69.32% | +25.79% | +12.50% | -23.87% | -3.88% | 42:39 | 32:17 | 37:55 | 41:13 | 47:18 | 1:01:43 | 09:23 | 06:57 |
 | Aether Lens | 87 | 23.77% | 97.2 | 68.97% | +25.24% | +12.85% | -9.88% | -2.81% | 32:49 | 24:14 | 28:20 | 32:08 | 36:25 | 49:00 | 08:05 | 05:59 |
 | Void Stone | 218 | 59.56% | 95.8 | 59.17% | +23.36% | -10.08% | -1.76% | 0.89% | 29:01 | 09:30 | 24:17 | 28:53 | 33:35 | 54:29 | 09:18 | 06:53 |
 | Linken's Sphere | 110 | 30.05% | 94.4 | 61.82% | +17.29% | +20.32% | +1.14% | -2.50% | 32:41 | 21:31 | 26:55 | 31:07 | 34:36 | 1:05:55 | 07:41 | 05:41 |
 | Ethereal Blade | 21 | 5.74% | 93.0 | 76.19% | +28.07% | +23.81% | -16.19% | -6.47% | 29:48 | 22:52 | 24:55 | 26:58 | 31:06 | 58:58 | 06:11 | 04:34 |
 | Cornucopia | 57 | 15.57% | 91.5 | 64.91% | +17.98% | +6.52% | +13.66% | 0.82% | 31:48 | 19:55 | 25:39 | 30:31 | 34:23 | 58:18 | 08:44 | 06:28 |
 | Boots of Travel | 77 | 21.04% | 90.1 | 59.74% | +12.68% | -12.37% | -7.11% | 0.47% | 36:50 | 19:38 | 30:32 | 37:48 | 41:39 | 60:33 | 11:07 | 08:14 |
 | Ghost Scepter | 24 | 6.56% | 88.7 | 70.83% | +22.58% | +29.17% | -4.16% | -3.25% | 27:56 | 18:20 | 21:08 | 24:53 | 31:24 | 58:57 | 10:16 | 07:36 |
 | Kaya and Sange | 262 | 71.58% | 87.3 | 52.67% | +10.36% | +15.51% | -4.98% | -4.36% | 26:34 | 19:38 | 23:52 | 25:54 | 28:34 | 52:24 | 04:42 | 03:28 |
 | Kaya | 307 | 83.88% | 85.9 | 52.12% | +14.83% | +20.61% | -10.56% | -6.23% | 23:24 | 13:44 | 20:44 | 22:46 | 25:44 | 47:54 | 05:00 | 03:42 |
 | Aeon Disk | 54 | 14.75% | 84.5 | 61.11% | +13.35% | +31.75% | -7.26% | -3.70% | 37:00 | 22:28 | 31:00 | 35:16 | 41:33 | 56:34 | 10:33 | 07:48 |
 | Sange | 266 | 72.68% | 83.1 | 52.26% | +9.26% | +10.43% | -3.78% | -2.80% | 25:36 | 16:08 | 22:53 | 24:49 | 27:58 | 52:07 | 05:05 | 03:45 |
 | Magic Wand | 339 | 92.62% | 81.7 | 51.03% | +17.70% | -0.44% | +3.09% | 0.82% | 07:07 | -01:29 | 04:10 | 05:42 | 08:27 | 20:15 | 04:17 | 03:10 |
 | Magic Stick | 349 | 95.36% | 80.3 | 50.72% | +21.31% | -3.59% | +3.30% | 3.98% | 03:41 | -01:29 | 02:10 | 02:26 | 03:54 | 18:47 | 01:44 | 01:17 |
 | Blink Dagger | 362 | 98.91% | 78.9 | 50.00% | +25.00% | +13.74% | -18.89% | -11.65% | 17:29 | 12:18 | 15:48 | 17:11 | 18:36 | 29:18 | 02:48 | 02:04 |
 | Boots of Speed | 366 | 100.00% | 77.5 | 49.73% | +49.73% | -2.99% | -3.58% | -0.30% | 06:06 | -01:29 | 04:54 | 05:45 | 06:51 | 15:41 | 01:57 | 01:26 |
 | Bottle | 364 | 99.45% | 76.1 | 49.73% | -0.27% | +8.51% | +0.82% | -7.69% | 01:36 | 00:07 | 01:16 | 01:28 | 01:41 | 08:30 | 00:25 | 00:18 |
 | Chainmail | 362 | 98.91% | 74.6 | 49.72% | -0.28% | +5.23% | -0.83% | -2.23% | 10:59 | 02:42 | 09:47 | 11:25 | 12:30 | 22:28 | 02:43 | 02:00 |
 | Witch Blade | 362 | 98.91% | 73.2 | 49.72% | -0.28% | +6.32% | -3.05% | -4.39% | 12:43 | 08:23 | 11:34 | 12:46 | 13:42 | 22:28 | 02:08 | 01:34 |
 | Ring of Health | 87 | 23.77% | 71.8 | 55.17% | +7.14% | +8.47% | -14.26% | -2.06% | 33:21 | 18:11 | 26:39 | 31:18 | 37:41 | 1:09:36 | 11:02 | 08:10 |
 | Power Treads | 286 | 78.14% | 70.4 | 49.30% | -1.95% | -3.47% | 0.00% | 2.26% | 07:57 | 04:38 | 06:35 | 07:18 | 08:07 | 27:11 | 01:32 | 01:08 |
 | Aghanim's Shard | 22 | 6.01% | 69.0 | 68.18% | +19.63% | -18.18% | +11.82% | 1.37% | 43:08 | 17:15 | 32:53 | 39:39 | 54:45 | 1:07:46 | 21:52 | 16:11 |
 | Revenant's Brooch | 19 | 5.19% | 67.6 | 68.42% | +19.72% | +11.58% | -8.42% | -1.44% | 49:06 | 31:50 | 42:06 | 49:50 | 56:01 | 1:03:55 | 13:55 | 10:18 |
 | Arcane Boots | 5 | 1.37% | 66.2 | 100.00% | +50.97% | 0.00% | 0.00% | 0.00% | 32:39 | 24:45 | 24:45 | 32:58 | 35:04 | 38:51 | 10:19 | 07:38 |
 | Refresher Orb | 9 | 2.46% | 64.8 | 77.78% | +28.76% | +22.22% | -27.78% | 0.00% | 55:49 | 42:58 | 44:44 | 57:07 | 1:02:19 | 1:09:52 | 17:35 | 13:01 |
 | Black King Bar | 37 | 10.11% | 63.4 | 51.35% | +1.81% | +4.21% | +15.32% | 1.35% | 34:35 | 22:54 | 28:03 | 32:36 | 36:15 | 54:22 | 08:12 | 06:04 |
 | Aghanim's Scepter | 14 | 3.83% | 62.0 | 64.29% | +15.14% | -14.29% | +2.38% | 0.74% | 41:11 | 22:40 | 30:45 | 34:39 | 53:14 | 1:06:19 | 22:29 | 16:39 |
 | Boots of Travel 2 | 12 | 3.28% | 60.6 | 66.67% | +17.52% | 0.00% | 0.00% | 0.00% | 52:56 | 43:18 | 43:48 | 46:47 | 59:13 | 1:11:22 | 15:25 | 11:25 |
 | Shiva's Guard | 6 | 1.64% | 59.2 | 83.33% | +34.16% | +16.67% | -83.33% | 0.00% | 32:40 | 27:37 | 31:20 | 31:25 | 34:44 | 37:24 | 03:24 | 02:31 |
 | Aghanim's Blessing | 8 | 2.19% | 57.7 | 75.00% | +25.84% | +25.00% | -25.00% | 0.00% | 54:27 | 40:12 | 46:41 | 54:10 | 58:04 | 1:06:47 | 11:23 | 08:25 |
 | Maelstrom | 8 | 2.19% | 56.3 | 75.00% | +25.84% | -25.00% | +25.00% | 0.00% | 33:30 | 23:08 | 23:33 | 26:06 | 33:42 | 1:03:23 | 10:09 | 07:31 |
 | Eul's Scepter of Divinity | 51 | 13.93% | 54.9 | 45.10% | -5.38% | +1.05% | -6.64% | -1.42% | 21:46 | 12:38 | 19:04 | 21:53 | 24:29 | 30:29 | 05:25 | 04:00 |
 | Wind Lace | 55 | 15.03% | 53.5 | 43.64% | -7.16% | +13.50% | -7.93% | -3.90% | 19:21 | 10:06 | 16:37 | 18:43 | 22:07 | 29:41 | 05:30 | 04:04 |
 | Javelin | 9 | 2.46% | 52.1 | 66.67% | +17.37% | -16.67% | +33.33% | 0.00% | 32:34 | 18:45 | 21:48 | 26:06 | 35:44 | 1:03:23 | 13:56 | 10:19 |
 | Daedalus | 7 | 1.91% | 50.7 | 71.43% | +22.13% | -21.43% | +28.57% | 0.00% | 51:57 | 34:22 | 38:20 | 45:58 | 49:39 | 1:17:12 | 11:19 | 08:22 |
 | Mjollnir | 7 | 1.91% | 49.3 | 71.43% | +22.13% | +28.57% | +28.57% | 0.00% | 44:55 | 33:49 | 35:44 | 42:28 | 43:40 | 1:03:41 | 07:56 | 05:52 |
 | Dagon | 26 | 7.10% | 47.9 | 46.15% | -3.85% | +53.85% | -12.82% | -7.63% | 34:31 | 18:18 | 28:28 | 32:05 | 37:12 | 55:36 | 08:44 | 06:28 |
 | Fluffy Hat | 5 | 1.37% | 46.5 | 80.00% | +30.69% | -80.00% | +20.00% | 0.00% | 20:55 | 16:06 | 16:06 | 19:08 | 22:36 | 30:37 | 06:30 | 04:48 |
 | Force Staff | 5 | 1.37% | 45.1 | 80.00% | +30.69% | +20.00% | +20.00% | 0.00% | 22:35 | 18:44 | 18:44 | 21:52 | 22:36 | 30:37 | 03:52 | 02:51 |
 | Null Talisman | 52 | 14.21% | 43.7 | 38.46% | -13.13% | +23.08% | 0.00% | -16.68% | 04:23 | 02:38 | 03:30 | 03:58 | 04:53 | 09:06 | 01:23 | 01:01 |
 | Dagon (level 2) | 18 | 4.92% | 42.3 | 44.44% | -5.56% | +15.56% | -19.44% | -3.40% | 38:40 | 25:51 | 33:06 | 35:58 | 43:23 | 55:37 | 10:17 | 07:37 |
 | Dagon (level 4) | 12 | 3.28% | 40.8 | 50.00% | +0.28% | +50.00% | -16.67% | 0.00% | 41:26 | 27:33 | 30:53 | 38:46 | 45:53 | 55:37 | 15:00 | 11:06 |
 | Dagon (level 5) | 12 | 3.28% | 39.4 | 50.00% | +0.28% | +16.67% | -16.67% | 0.00% | 47:05 | 32:02 | 38:13 | 44:04 | 55:38 | 1:11:22 | 17:25 | 12:54 |
 | Crown | 9 | 2.46% | 38.0 | 55.56% | +5.98% | +44.44% | -5.56% | 0.00% | 35:11 | 08:16 | 18:13 | 33:50 | 52:42 | 55:36 | 34:29 | 25:32 |
 | Crystalys | 9 | 2.46% | 36.6 | 55.56% | +5.98% | -55.56% | +44.44% | 0.00% | 47:19 | 30:42 | 34:37 | 44:04 | 45:27 | 1:16:47 | 10:50 | 08:01 |
 | Arcane Blink | 2 | 0.55% | 35.2 | 100.00% | +50.55% | 0.00% | 0.00% | 0.00% | 47:04 | 45:07 | 45:07 | 49:01 | 49:01 | 49:01 | 03:54 | 02:53 |
 | Ring of Basilius | 2 | 0.55% | 33.8 | 100.00% | +50.55% | 0.00% | 0.00% | 0.00% | 08:51 | 07:34 | 07:34 | 10:08 | 10:08 | 10:08 | 02:34 | 01:54 |
 | Diadem | 14 | 3.83% | 32.4 | 42.86% | -7.14% | +57.14% | -9.53% | -7.63% | 32:54 | 16:42 | 28:28 | 31:37 | 37:12 | 45:52 | 08:44 | 06:28 |
 | Wind Waker | 5 | 1.37% | 31.0 | 60.00% | +10.42% | +40.00% | +40.00% | 0.00% | 53:42 | 43:48 | 43:48 | 53:15 | 53:52 | 1:04:46 | 10:04 | 07:27 |
 | Dagon (level 3) | 13 | 3.55% | 29.6 | 38.46% | -11.68% | +28.21% | -5.13% | -3.43% | 42:01 | 30:53 | 36:09 | 38:08 | 45:53 | 55:37 | 09:44 | 07:12 |
 | Divine Rapier | 3 | 0.82% | 28.2 | 66.67% | +17.08% | +33.33% | 0.00% | 0.00% | 60:47 | 50:27 | 50:27 | 1:04:49 | 1:07:06 | 1:07:06 | 16:39 | 12:20 |
 | Spirit Vessel | 4 | 1.09% | 26.8 | 50.00% | +0.28% | +50.00% | +50.00% | 0.00% | 13:56 | 10:53 | 10:53 | 13:58 | 13:59 | 16:53 | 03:06 | 02:17 |
 | Urn of Shadows | 4 | 1.09% | 25.4 | 50.00% | +0.28% | +50.00% | +50.00% | 0.00% | 08:14 | 04:41 | 04:41 | 08:43 | 09:22 | 10:08 | 04:41 | 03:28 |
 | Ring of Protection | 4 | 1.09% | 23.9 | 50.00% | +0.28% | +50.00% | -50.00% | 0.00% | 06:09 | 03:21 | 03:21 | 05:15 | 07:40 | 08:20 | 04:19 | 03:11 |
 | Yasha and Kaya | 1 | 0.27% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:19 | 55:19 | 55:19 | 55:19 | 55:19 | 55:19 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.27% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.27% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:01 | 10:01 | 10:01 | 10:01 | 10:01 | 10:01 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.27% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 00:00 | 00:00 |
 | Desolator | 1 | 0.27% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.27% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 00:00 | 00:00 |
 | Yasha | 1 | 0.27% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.27% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 00:00 | 00:00 |
 | Scythe of Vyse | 6 | 1.64% | 11.3 | 33.33% | -16.67% | +66.67% | -33.33% | 0.00% | 39:50 | 31:35 | 31:48 | 36:41 | 46:21 | 51:02 | 14:33 | 10:46 |
 | Lotus Orb | 3 | 0.82% | 9.9 | 33.33% | -16.53% | -33.33% | 0.00% | 0.00% | 28:01 | 25:59 | 25:59 | 28:18 | 29:46 | 29:46 | 03:47 | 02:48 |
 | Moon Shard | 1 | 0.27% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.27% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.27% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.27% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.27% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.27% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:40 | 51:40 | 51:40 | 51:40 | 51:40 | 51:40 | 00:00 | 00:00 |